1 / 82 R Commander Kengo NAGASHIMA Laboratory of Biostatistics, Department of Parmaceutical Technochemistry, Josai University 2010 1 5
R R Commander 2 / 82 R, "The Comprehensive R Archive Network (CRAN)", ( ), R (2009/12/24, 2115 ) R ( )., R Commander GUI ( ), Web,,
R R Commander 3 / 82 R Commander Professor, John Fox (McMaster University) R R,
R R Commander 4 / 82 R R Commander,,,,
Win R R Commander 5 / 82 R (1-1) Windows R "R-2.10.0-win32.exe", 7, 6
Win R R Commander 6 / 82 R (1-2) CRAN (http://cran.r-project.org/bin/windows/base/), Windows R
Win R R Commander 7 / 82 R (2),,
Win R R Commander 8 / 82 R (3),, " " " ",
Win R R Commander 9 / 82 R (4),, /Quick Launch, 2,,
Win R R Commander 10 / 82 R "R 2.10.0" (R )
Win R R Commander 11 / 82 R Commander R, R Commander, 12, 15
Win R R Commander 12 / 82 R Commander (1-1)... (Rcmdr_1.5-3.zip),, car_1.2-16.zip, RcmdrPlugin.EstOR_1.0-1.zip,
Win R R Commander 13 / 82 R Commander (1-2), "Rcmdr". R Console library(rcmdr), Rcmdr OK, OK
Win R R Commander R Commander (1-3),, OK, 18 14 / 82
Win R R Commander 15 / 82 R Commander (2-1) R Console install.packages("rcmdr", dependencies = TRUE), Enter, "Rcmdr",
Win R R Commander 16 / 82 R Commander (2-2),, Japan,,, Rcmdr MD5
Win R R Commander 17 / 82 R Commander (2-3), "Rcmdr". R Console library(rcmdr), Rcmdr OK
Win R R Commander 18 / 82 R Commander
Win R R Commander 19 / 82 R Commander,,, R Console detach("package:rcmdr"), R Commander library(rcmdr)
Win R R Commander 20 / 82 R "Edit" "GUI preferences..." "Language for menu and message" "ja" "Save" "Rconsole" (R ), ( ) R,
Win R R Commander 21 / 82 " cran.r-project.org 80 ",,, ".../Rgui.exe" --internet2
Mac R R Commander 22 / 82 R (1-1) Macintosh R (Mac OS X 10.4.4 ) "R-2.10.0.dmg", 24, 23
Mac R R Commander 23 / 82 R (1-2) CRAN (http://cran.r-project.org/bin/macosx/), Macintosh R
Mac R R Commander 24 / 82 R (2) R,, " "
Mac R R Commander 25 / 82 R (3) " ", "Continue", "Agree", " "
Mac R R Commander 26 / 82 R (4), OK,
Mac R R Commander 27 / 82 R Finder "R"
Mac R R Commander 28 / 82 R Commander R, R Commander, 29, 34
Mac R R Commander 29 / 82 R Commander (1-1),,
Mac R R Commander 30 / 82 R Commander (1-2), "Rcmdr_1.5-3.tgz", " ", "car_1.2-16.tgz", " ", "RcmdrPlugin.EstOR_1.0-1.tar.gz", " "
Mac R R Commander 31 / 82 R Commander (1-3), "Rcmdr". R Console library(rcmdr), Rcmdr
Mac R R Commander 32 / 82 R Commander (1-4), OK,, OK,
Mac R R Commander 33 / 82 R Commander (1-5) 37
Mac R R Commander 34 / 82 R Commander (2-1) R Console install.packages("rcmdr", dependencies = TRUE), Enter, "Rcmdr",
Mac R R Commander 35 / 82 R Commander (2-2),, Japan,,,
Mac R R Commander 36 / 82 R Commander (2-3), "Rcmdr". R Console library(rcmdr), Rcmdr
Mac R R Commander 37 / 82 R Commander
Mac R R Commander 38 / 82 R Commander,,, R Console detach("package:rcmdr"), R Commander library(rcmdr)
Mac R R Commander R " " " " defaults write org.r-project.r force.lang en_us.utf -8, R R defaults write org.r-project.r force.lang ja_jp.utf -8, R R 39 / 82
Mac R R Commander 40 / 82
Mac R R Commander 41 / 82 R Commander
Matsuyama Y, et al. Second cancers after adjuvant tamoxifen therapy for breast cancer in Japan. Ann Oncol. 2000; 11: 1537 1543. 1982 1990 9 4901,, 1996 (.. 2008 4. ) 1. 464 2085 2549 424 1928 2352 888 4013 4901 0.2% 464/2549=18.2%, 424/2352=18.0% 42 / 82
43 / 82 2. 368 847 1215 96 1238 1334 253 507 760 171 1421 1592 621 1354 1975 267 2659 2926 3% 3.5% ( ) 368/1215=30.3%, 253/760=33.3% ( ) 464/2549=7.2%, 424/2352=10.7%
44 / 82 "RcmdrPlugin.EstOR" R Commander, Rcmdr "RcmdrPlugin.EstOR", OK, OK
45 / 82 1 (Windows ) "tamoxifen.xls" Excel...
46 / 82 2 (Windows ), "Dataset" OK, "tamoxifen.xls",
47 / 82 3 (Windows ) ( ), "data", OK, Excel, R, Access
48 / 82 1 (Macintosh ) "tamoxifen_utf8.csv"...
49 / 82 2 (Macintosh ) "Dataset", " ", " ", " " OK,, "tamoxifen_utf8.csv",
50 / 82,, 25%,,, 75%,.,
51 / 82
52 / 82,, 2 :, :,,, OK
53 / 82 1 1. 464 2085 2549 424 1928 2352 888 4013 4901 0.2%
54 / 82, (α = 0.05 ) H 0 : H 1 : P-value=0.873, α = 0.05
1, Fisher (α = 0.05 ) H 0 : 1 H 1 : 1 P-value=0.882, α = 0.05 1.01, 95% [0.87, 1.17] 55 / 82
56 / 82,,, :, :, :,, OK
57 / 82 2 2. 368 847 1215 96 1238 1334 253 507 760 171 1421 1592 621 1354 1975 267 2659 2926 3% 3.5%
58 / 82 1,,
59 / 82 2,,,,, binomial, logit, OK
( ) logit(p ) = β + β x 1 0.01, P-value=0.873, α = 0.05, 60 / 82
61 / 82 Estimate odds ratio, "RcmdrPlugin.EstOR"
62 / 82 ( ) 1.01, 95% [0.87, 1.17]
63 / 82 1. 464 2085 2549 424 1928 2352 888 4013 4901 0.2%, 1.01, 1,,
64 / 82 1,,
65 / 82 2,,,,, +, binomial, logit, OK Estimate odds ratio
( )1, logit(p ) =β + β x 1 + β x 2 0.25, P-value<0.01, α = 0.05, 66 / 82
( )2, 0.78, 95% [0.67, 0.91] 67 / 82
68 / 82 2. 368 847 1215 96 1238 1334 253 507 760 171 1421 1592 621 1354 1975 267 2659 2926 3% 3.5% 3%, 0.8,,
69 / 82 2,,,,, (, ), ( ),,,
70 / 82,
, ( ), Ctrl+A, 71 / 82
72 / 82, ( ),,
73 / 82 [1] R +R http://cwoweb2.bai.ne.jp/~jgb11101/files/cart/cart.html R 6 : R Commander http://www.occn.zaq.ne.jp/cuhxr802/r-intro-06.pdf R [GUI R] R Commander http://cwoweb2.bai.ne.jp/~jgb11101/files/r-commander.pdf ( ( )) [2] The R Commander: A Basic-Statistics GUI for R http://socserv.mcmaster.ca/jfox/misc/rcmdr/ R Commander, [3] R-Tips ( ) http://cse.naro.affrc.go.jp/takezawa/r-tips/r.html [4] R ( ) http://aoki2.si.gunma-u.ac.jp/r/ [5] R Tips ( ) http://phi.med.gunma-u.ac.jp/swtips/r.html [6] ( ) http://hosho.ees.hokudai.ac.jp/~kubo/ce/frontpage.html
74 / 82... car Anscombe, OK
75 / 82 "Anscombe" 1970 (Anscombe FJ. Computing in Statistical Science Through APL. Springer-Verlag. 1981.) education ($) income ($) young 18 (1000 ) urban (1000 ); ( )
76 / 82,, OK
77 / 82
78 / 82, OK,
79 / 82
80 / 82 x ( ), y ( ),, OK
81 / 82
82 / 82, PDF...